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商品詳細
Nature-Inspired Optimizers: Theories, Literature Reviews and Applications. 2020 ed.
・ISBN 978-3-030-12126-6 hard EUR 99.99
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| 著者・編者 | Mirjalili, Seyedali / Song Dong, Jin / Lewis, Andrew (eds.), |
|---|---|
| シリーズ | (Studies in Computational Intelligence) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2019 |
| ページ数 | 238 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-93541＞ |
解説
This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. Each chapter offers a comprehensive description of a specific algorithm, from the mathematical model to its practical application. Different kind of optimization problems are solved in this book, including those related to path planning, image processing, hand gesture detection, among others. All in all, the book offers a tutorial on how to design, adapt, and evaluate evolutionary algorithms. Source codes for most of the proposed techniques have been included as supplementary materials on a dedicated webpage.